Reinforcement Learning Tutor Better Supported Lower Performers in a Math Task

no code implementations • 11 Apr 2023 • Sherry Ruan, Allen Nie, William Steenbergen, Jiayu He, JQ Zhang, Meng Guo, Yao Liu, Kyle Dang Nguyen, Catherine Y Wang, Rui Ying, James A Landay, Emma Brunskill

Resource limitations make it hard to provide all students with one of the most effective educational interventions: personalized instruction.

Explainable artificial intelligence Math +1

Federated PCA on Grassmann Manifold for Anomaly Detection in IoT Networks

no code implementations • 23 Dec 2022 • Tung-Anh Nguyen, Jiayu He, Long Tan Le, Wei Bao, Nguyen H. Tran

To the best of our knowledge, this is the first federated PCA algorithm for anomaly detection meeting the requirements of IoT networks.

Anomaly Detection Privacy Preserving